No. Google Chromebook runs the Chrome operating system.
Adobe desktop software only runs on Windows and Mac OS X.
Chromebook does not run traditional software like Windows does. Refer the Chrome help files.
Transitioning from other computers - Chromebook Help
You get Chrome apps from the Chrome web store